Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "28" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 113 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 111 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459932 | RF_maintenance | 100.00% | - | - | - | - | - | 11.004186 | 29.155703 | -1.053487 | 1.211075 | 13.913987 | 10.686079 | 4.226696 | 32.571169 | nan | nan | nan | nan | nan |
| 2459929 | RF_maintenance | 100.00% | 0.00% | 30.54% | 0.00% | - | - | 25.143611 | 75.018584 | -0.288526 | 1.099810 | 0.237230 | 4.198493 | 0.787908 | 1.527877 | 0.5699 | 0.3371 | 0.3435 | nan | nan |
| 2459928 | RF_maintenance | 100.00% | 0.00% | 84.92% | 0.00% | - | - | 12.622844 | 24.032012 | -1.575394 | 0.741923 | 3.738922 | 8.055007 | 5.678800 | 21.792476 | 0.3565 | 0.1630 | 0.2582 | nan | nan |
| 2459927 | RF_maintenance | 100.00% | 0.00% | 97.99% | 0.00% | - | - | 9.013534 | 25.155903 | -1.418419 | 1.022973 | 18.522070 | 31.074926 | 1.949963 | 22.591342 | 0.3321 | 0.1644 | 0.2128 | nan | nan |
| 2459926 | RF_maintenance | 100.00% | 0.00% | 38.68% | 0.00% | - | - | 10.517641 | 22.674192 | -0.937880 | 1.059672 | 0.237253 | 1.125023 | -0.218953 | 1.044342 | 0.5646 | 0.3232 | 0.3280 | nan | nan |
| 2459925 | RF_maintenance | 100.00% | 0.00% | 41.62% | 0.00% | - | - | 13.784687 | 35.418022 | -0.672480 | 1.097332 | 6.798901 | 14.425912 | 1.291203 | 2.257688 | 0.5279 | 0.2970 | 0.3190 | nan | nan |
| 2459924 | RF_maintenance | 100.00% | 0.00% | 79.14% | 0.00% | - | - | 12.120604 | 27.332974 | -1.539380 | 0.891231 | 3.954864 | 7.643894 | 0.877901 | 7.042178 | 0.3750 | 0.1661 | 0.2747 | nan | nan |
| 2459923 | RF_maintenance | 100.00% | 0.00% | 61.78% | 0.00% | - | - | 13.120729 | 28.750737 | -1.459658 | 1.033308 | 2.908973 | 5.861705 | 1.159790 | 3.083774 | 0.4514 | 0.2324 | 0.2959 | nan | nan |
| 2459922 | RF_maintenance | 100.00% | 0.00% | 85.95% | 0.00% | - | - | 12.581364 | 26.039251 | -1.168427 | 0.442021 | 4.662227 | 10.088220 | 5.538152 | 19.224688 | 0.3548 | 0.1574 | 0.2641 | nan | nan |
| 2459921 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459920 | RF_maintenance | 100.00% | 0.00% | 86.61% | 0.00% | - | - | 11.562252 | 25.686422 | -1.197214 | 0.823634 | 3.091747 | 5.523666 | 8.083338 | 22.617201 | 0.3574 | 0.1537 | 0.2697 | nan | nan |
| 2459919 | RF_maintenance | 100.00% | 0.00% | 90.15% | 0.00% | - | - | 10.828575 | 25.475801 | -1.055341 | 0.917073 | 5.844759 | 10.047314 | 6.998271 | 22.207835 | 0.3661 | 0.1605 | 0.2630 | nan | nan |
| 2459918 | RF_maintenance | 100.00% | 0.00% | 83.41% | 0.00% | - | - | 12.791493 | 28.479135 | -1.091350 | 0.708154 | 3.406901 | 4.126636 | 5.645836 | 21.932528 | 0.3767 | 0.1672 | 0.2743 | nan | nan |
| 2459917 | RF_maintenance | 100.00% | 0.00% | 79.51% | 0.00% | - | - | 14.341068 | 28.339923 | -1.248605 | 0.770587 | 10.877089 | 11.179876 | 6.218761 | 15.716233 | 0.3842 | 0.1619 | 0.2953 | nan | nan |
| 2459916 | RF_maintenance | 100.00% | 0.00% | 83.03% | 0.00% | - | - | 11.215522 | 25.471429 | -1.232965 | 0.642481 | 4.089339 | 6.753692 | 5.734074 | 21.563280 | 0.3788 | 0.1758 | 0.2681 | nan | nan |
| 2459915 | RF_maintenance | 100.00% | 0.00% | 81.84% | 0.00% | - | - | 11.743141 | 26.603770 | -1.388642 | 0.598574 | 2.861555 | 6.346497 | 4.492115 | 17.620537 | 0.4098 | 0.1884 | 0.2899 | nan | nan |
| 2459914 | RF_maintenance | 100.00% | 0.00% | 55.65% | 0.00% | - | - | 12.542378 | 28.407394 | -1.538206 | 0.697370 | 4.099615 | 8.342450 | 5.160963 | 11.156898 | 0.4569 | 0.2158 | 0.3182 | nan | nan |
| 2459913 | RF_maintenance | 100.00% | 0.00% | 84.12% | 0.00% | - | - | 13.585536 | 28.853941 | -1.354454 | 0.744062 | 3.507931 | 7.093181 | 10.759453 | 19.859380 | 0.3827 | 0.1615 | 0.2852 | nan | nan |
| 2459912 | RF_maintenance | 100.00% | 0.00% | 85.84% | 0.00% | - | - | 11.920686 | 25.576713 | 1.009446 | 0.822018 | 5.389457 | 9.226622 | 5.635830 | 19.334912 | 0.3612 | 0.1558 | 0.2654 | nan | nan |
| 2459911 | RF_maintenance | 100.00% | 0.00% | 86.39% | 0.00% | - | - | 11.148199 | 24.200473 | 1.160505 | 0.862670 | 4.266026 | 5.319977 | 2.909086 | 10.409977 | 0.3554 | 0.1524 | 0.2637 | nan | nan |
| 2459910 | RF_maintenance | 100.00% | 0.00% | 85.30% | 0.00% | - | - | 11.745338 | 24.663925 | 1.083739 | 0.794101 | 4.340385 | 5.556870 | 2.896148 | 9.631921 | 0.3583 | 0.1568 | 0.2625 | nan | nan |
| 2459909 | RF_maintenance | 100.00% | 0.00% | 86.05% | 0.00% | - | - | 12.156060 | 26.044800 | 1.039271 | 0.861091 | 3.444327 | 3.955157 | 4.690387 | 13.916227 | 0.3570 | 0.1542 | 0.2621 | nan | nan |
| 2459908 | RF_maintenance | 100.00% | 0.00% | 83.95% | 0.00% | - | - | 12.752355 | 27.267958 | 0.952957 | 0.820124 | 3.370912 | 5.346624 | 4.051824 | 16.673435 | 0.3663 | 0.1657 | 0.2609 | nan | nan |
| 2459907 | RF_maintenance | 100.00% | 0.00% | 84.22% | 0.00% | - | - | 12.735336 | 26.969699 | 0.986881 | 0.779314 | 3.578219 | 6.824120 | 4.080197 | 19.815064 | 0.3621 | 0.1627 | 0.2595 | nan | nan |
| 2459906 | RF_maintenance | 100.00% | 0.00% | 85.78% | 0.00% | - | - | 12.570958 | 27.202338 | 1.044899 | 0.794688 | 2.948005 | 4.905869 | 6.623287 | 16.945526 | 0.3568 | 0.1590 | 0.2549 | nan | nan |
| 2459905 | RF_maintenance | 100.00% | 0.00% | 86.65% | 0.00% | - | - | 12.711845 | 25.714427 | 1.247242 | 0.865096 | 7.599093 | 12.086542 | 5.938587 | 14.932063 | 0.3433 | 0.1455 | 0.2592 | nan | nan |
| 2459904 | RF_maintenance | 100.00% | 0.00% | 85.46% | 0.00% | - | - | 12.234666 | 25.901897 | 1.103562 | 0.785172 | 4.253589 | 8.307235 | 9.413033 | 24.269273 | 0.3520 | 0.1560 | 0.2576 | nan | nan |
| 2459903 | RF_maintenance | 100.00% | 0.00% | 84.70% | 0.00% | - | - | 12.757684 | 27.226578 | 1.068579 | 0.798736 | 3.476895 | 7.923664 | 9.635762 | 26.055818 | 0.3577 | 0.1592 | 0.2623 | nan | nan |
| 2459902 | RF_maintenance | 100.00% | 0.00% | 84.53% | 0.00% | - | - | 14.429426 | 29.661117 | 1.246812 | 0.738079 | 3.722790 | 7.814758 | 4.255186 | 19.212098 | 0.3679 | 0.1627 | 0.2627 | nan | nan |
| 2459901 | RF_maintenance | 100.00% | 0.00% | 86.86% | 0.00% | - | - | 14.463430 | 28.611027 | 1.091487 | 0.787373 | 2.390866 | 6.189787 | 3.914021 | 19.716742 | 0.3470 | 0.1501 | 0.2459 | nan | nan |
| 2459900 | RF_maintenance | 100.00% | 0.00% | 94.71% | 0.00% | - | - | 12.488570 | 27.919202 | 1.378818 | 1.157943 | 1.994745 | 4.340025 | 4.327050 | 18.000216 | 0.3036 | 0.1327 | 0.2053 | nan | nan |
| 2459898 | RF_maintenance | 100.00% | 0.00% | 84.79% | 0.00% | - | - | 12.339293 | 25.438943 | 0.880206 | 0.633712 | 5.249527 | 10.870497 | 7.481755 | 16.744759 | 0.3593 | 0.1589 | 0.2596 | nan | nan |
| 2459897 | RF_maintenance | 100.00% | 0.00% | 84.37% | 0.00% | - | - | 11.703071 | 24.449042 | 0.885404 | 0.800818 | 4.813473 | 9.104036 | 7.012946 | 21.215999 | 0.3613 | 0.1557 | 0.2616 | nan | nan |
| 2459896 | RF_maintenance | 100.00% | 0.00% | 84.32% | 0.00% | - | - | 11.884646 | 25.009957 | 0.963633 | 0.710156 | 6.409643 | 13.744291 | 2.534618 | 18.779408 | 0.3629 | 0.1591 | 0.2631 | nan | nan |
| 2459895 | RF_maintenance | 100.00% | 0.00% | 37.30% | 0.00% | - | - | 14.431957 | 29.791816 | 1.867850 | 1.052325 | 5.093759 | 9.289382 | 4.481220 | 5.559764 | 0.5038 | 0.2659 | 0.3165 | nan | nan |
| 2459894 | RF_maintenance | 100.00% | 0.00% | 84.32% | 0.00% | - | - | 13.944478 | 29.754038 | 0.957773 | 0.724348 | 5.874180 | 11.299357 | 5.435509 | 23.593880 | 0.3772 | 0.1656 | 0.2665 | nan | nan |
| 2459893 | RF_maintenance | 100.00% | 0.00% | 82.86% | 0.00% | - | - | 14.430370 | 30.298280 | 0.909592 | 0.687218 | 5.244808 | 11.741410 | 7.027135 | 25.953489 | 0.3748 | 0.1712 | 0.2618 | nan | nan |
| 2459892 | RF_maintenance | 100.00% | 0.00% | 83.84% | 0.00% | - | - | 14.492083 | 29.394949 | 1.047928 | 0.680121 | 4.026550 | 10.170002 | 5.985930 | 31.085931 | 0.3680 | 0.1684 | 0.2591 | nan | nan |
| 2459891 | RF_maintenance | 100.00% | 0.00% | 84.65% | 0.00% | - | - | 13.290912 | 27.388701 | 1.022304 | 0.766249 | 6.346750 | 13.630602 | 7.554994 | 17.972129 | 0.3568 | 0.1598 | 0.2581 | nan | nan |
| 2459890 | RF_maintenance | 100.00% | 0.00% | 85.07% | 0.00% | - | - | 13.621372 | 28.005840 | 1.808616 | 0.924630 | 5.004467 | 7.496382 | 4.322686 | 14.936207 | 0.3584 | 0.1549 | 0.2582 | nan | nan |
| 2459889 | RF_maintenance | 100.00% | 0.00% | 84.37% | 0.00% | - | - | 14.781690 | 31.644397 | 0.909439 | 0.692178 | 7.133510 | 15.485063 | 8.827090 | 28.318967 | 0.3678 | 0.1617 | 0.2596 | nan | nan |
| 2459888 | RF_maintenance | 100.00% | 0.00% | 75.18% | 0.00% | - | - | 12.339526 | 26.184434 | 1.436340 | 0.832645 | 6.407666 | 11.177562 | 2.707377 | 9.181475 | 0.3894 | 0.1779 | 0.2773 | nan | nan |
| 2459887 | RF_maintenance | 100.00% | 0.00% | 86.22% | 0.00% | - | - | 13.475650 | 28.003505 | 1.543115 | 0.597048 | 4.744020 | 11.405001 | 2.635795 | 18.286343 | 0.3632 | 0.1581 | 0.2634 | nan | nan |
| 2459886 | RF_maintenance | 100.00% | 0.61% | 53.51% | 0.00% | - | - | 16.935958 | 35.527960 | 1.272288 | 0.589550 | 21.353746 | 8.184095 | 1.498741 | 3.955869 | 0.4781 | 0.2479 | 0.3146 | nan | nan |
| 2459885 | RF_maintenance | 100.00% | 0.00% | 65.95% | 0.00% | - | - | 22.744129 | 43.796847 | 7.884937 | 5.072214 | 12.785999 | 22.096912 | 13.126635 | 17.075895 | 0.4242 | 0.1977 | 0.2990 | nan | nan |
| 2459884 | RF_maintenance | 100.00% | 0.00% | 86.27% | 0.00% | - | - | 13.286732 | 27.380493 | 1.341731 | 0.763481 | 6.080542 | 10.965009 | 4.171922 | 14.652801 | 0.3564 | 0.1560 | 0.2615 | nan | nan |
| 2459883 | RF_maintenance | 100.00% | 0.00% | 85.08% | 0.00% | - | - | 17.843598 | 34.817369 | 6.511683 | 4.338571 | 6.609982 | 12.982068 | 11.487648 | 40.254247 | 0.3642 | 0.1689 | 0.2563 | nan | nan |
| 2459882 | RF_maintenance | 100.00% | 0.00% | 85.08% | 0.00% | - | - | 28.986582 | 55.266331 | 8.313780 | 5.078862 | 8.898855 | 16.421135 | 5.668985 | 22.824401 | 0.3670 | 0.1667 | 0.2623 | nan | nan |
| 2459881 | RF_maintenance | 100.00% | 0.00% | 71.97% | 0.00% | - | - | 15.971631 | 32.839355 | 9.123599 | 5.903306 | 16.370256 | 28.729894 | 18.757447 | 45.264681 | 0.4426 | 0.2657 | 0.2552 | nan | nan |
| 2459880 | RF_maintenance | 100.00% | 0.00% | 85.00% | 0.00% | - | - | 20.250545 | 39.953143 | 7.771610 | 4.758232 | 5.697517 | 11.265247 | 6.736775 | 22.782630 | 0.3544 | 0.1577 | 0.2581 | nan | nan |
| 2459879 | RF_maintenance | 100.00% | 0.00% | 85.01% | 0.00% | - | - | 11.908163 | 23.794068 | 1.325416 | 0.739695 | 2.416036 | 5.718167 | 6.043214 | 16.628575 | 0.3508 | 0.1572 | 0.2646 | nan | nan |
| 2459878 | RF_maintenance | 100.00% | 0.00% | 84.13% | 0.00% | - | - | 18.182646 | 35.434182 | 9.058168 | 5.866460 | 9.844647 | 21.323430 | 11.361524 | 53.612134 | 0.3619 | 0.1657 | 0.2600 | nan | nan |
| 2459876 | RF_maintenance | 100.00% | 0.00% | 86.79% | 0.00% | - | - | 20.206755 | 38.646767 | 6.080021 | 4.126493 | 23.077491 | 43.954118 | 8.290400 | 46.718149 | 0.3611 | 0.1605 | 0.2213 | nan | nan |
| 2459875 | RF_maintenance | 100.00% | 0.00% | 83.51% | 0.00% | - | - | 21.747750 | 42.986236 | 8.502808 | 5.636901 | 11.528741 | 22.845943 | 3.971842 | 27.020348 | 0.3814 | 0.1684 | 0.2374 | nan | nan |
| 2459874 | RF_maintenance | 100.00% | 0.00% | 86.63% | 0.00% | - | - | 31.889465 | 59.286036 | 3.601180 | 2.477961 | 14.860643 | 28.743580 | 8.319074 | 33.695419 | 0.3638 | 0.1646 | 0.2188 | nan | nan |
| 2459873 | RF_maintenance | 100.00% | 0.00% | 87.54% | 0.00% | - | - | 23.556097 | 45.436747 | 5.532460 | 3.648999 | 6.273338 | 11.921637 | 4.787973 | 25.299930 | 0.3672 | 0.1569 | 0.2303 | nan | nan |
| 2459872 | RF_maintenance | 100.00% | 0.00% | 86.47% | 0.00% | - | - | 20.758168 | 41.195499 | 6.645667 | 5.009888 | 15.681370 | 28.361097 | 10.675709 | 21.082077 | 0.3599 | 0.1575 | 0.2202 | nan | nan |
| 2459871 | RF_maintenance | 100.00% | 0.00% | 87.27% | 0.00% | - | - | 16.163631 | 33.245345 | 7.665703 | 5.160892 | 12.956225 | 23.338076 | 3.261422 | 14.518868 | 0.3649 | 0.1621 | 0.2187 | nan | nan |
| 2459870 | RF_maintenance | 100.00% | 0.00% | 85.28% | 0.00% | - | - | 28.091911 | 53.210353 | 4.689973 | 3.629926 | 9.786317 | 21.005952 | 11.479135 | 37.518682 | 0.3623 | 0.1668 | 0.2265 | nan | nan |
| 2459869 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459868 | RF_maintenance | 100.00% | 0.00% | 87.59% | 0.00% | - | - | 25.450275 | 49.122340 | 9.091916 | 5.826895 | 8.261257 | 17.044936 | 10.475097 | 36.296293 | 0.3529 | 0.1513 | 0.2268 | nan | nan |
| 2459867 | RF_maintenance | 100.00% | 0.00% | 87.33% | 0.00% | - | - | 17.899336 | 35.115387 | 6.049827 | 4.335609 | 6.155671 | 13.109696 | 7.683825 | 23.023164 | 0.3616 | 0.1545 | 0.2348 | nan | nan |
| 2459866 | RF_maintenance | 100.00% | 0.00% | 85.98% | 0.00% | - | - | 20.469465 | 37.910711 | 5.866031 | 4.052287 | 6.235127 | 16.922015 | 4.445190 | 15.513667 | 0.3618 | 0.1607 | 0.2276 | nan | nan |
| 2459865 | RF_maintenance | 100.00% | 0.00% | 68.64% | 0.00% | - | - | 24.657272 | 46.497054 | 8.246842 | 5.376358 | 10.847397 | 18.369052 | 15.933727 | 25.404317 | 0.3945 | 0.1812 | 0.2388 | nan | nan |
| 2459864 | RF_maintenance | 100.00% | 0.00% | 88.29% | 0.00% | - | - | 28.314050 | 55.744250 | 0.139035 | 2.092071 | 5.401587 | 11.126043 | 17.336001 | 37.271188 | 0.3541 | 0.1476 | 0.2340 | nan | nan |
| 2459863 | RF_maintenance | 100.00% | 0.00% | 85.34% | 0.00% | - | - | 17.766017 | 35.367603 | 0.078950 | -0.335473 | 5.756023 | 6.765262 | 9.483499 | 18.147098 | 0.3557 | 0.1496 | 0.2305 | nan | nan |
| 2459862 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459861 | RF_maintenance | 100.00% | 0.00% | 87.11% | 0.00% | - | - | 14.467557 | 28.367454 | -0.023476 | -0.046331 | 5.658676 | 4.918592 | 9.251892 | 12.703279 | 0.3633 | 0.1555 | 0.2368 | nan | nan |
| 2459860 | RF_maintenance | 100.00% | 0.00% | 86.25% | 0.00% | - | - | 15.023984 | 29.434351 | 0.049456 | 2.154236 | 11.728390 | 17.007664 | 5.714249 | 15.605652 | 0.3695 | 0.1624 | 0.2369 | nan | nan |
| 2459859 | RF_maintenance | 100.00% | 0.00% | 86.36% | 0.00% | - | - | 13.361734 | 26.238595 | -0.023773 | -0.000434 | 3.498430 | 2.651237 | 3.272337 | 13.984741 | 0.3707 | 0.1641 | 0.2336 | nan | nan |
| 2459858 | RF_maintenance | 100.00% | 50.97% | 100.00% | 0.00% | 100.00% | 0.00% | 14.494409 | 27.982124 | -0.058225 | -0.124579 | 5.303204 | 5.146940 | 8.330612 | 21.245742 | 0.3703 | 0.1596 | 0.2371 | 4.091739 | 1.657341 |
| 2459857 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.784166 | 19.452938 | -0.332881 | 3.806773 | -0.304578 | 13.794631 | 1.119229 | 12.126152 | 0.0260 | 0.0289 | 0.0020 | nan | nan |
| 2459856 | RF_maintenance | 100.00% | 74.86% | 100.00% | 0.00% | 100.00% | 0.00% | 19.622437 | 38.904737 | 0.147571 | 2.082781 | 6.447833 | 11.951295 | 3.391284 | 35.145984 | 0.3638 | 0.1511 | 0.2351 | 3.937432 | 1.632859 |
| 2459855 | RF_maintenance | 100.00% | 56.70% | 100.00% | 0.00% | 100.00% | 0.00% | 22.500463 | 42.773144 | -0.110925 | 2.207119 | 5.305294 | 7.656990 | 4.504369 | 14.869488 | 0.3775 | 0.1669 | 0.2523 | 3.061032 | 1.509469 |
| 2459854 | RF_maintenance | 100.00% | 43.87% | 97.58% | 0.00% | 100.00% | 0.00% | 22.689869 | 42.704691 | 0.426604 | 2.433164 | 4.798544 | 6.710193 | 10.657720 | 29.272242 | 0.4100 | 0.1939 | 0.2630 | 3.949582 | 1.547512 |
| 2459853 | RF_maintenance | 100.00% | 49.41% | 100.00% | 0.00% | 100.00% | 0.00% | 17.334832 | 33.563228 | 0.883520 | 3.020828 | 6.468292 | 7.600262 | 11.283300 | 25.837793 | 0.3822 | 0.1636 | 0.2453 | 4.483657 | 1.685306 |
| 2459852 | RF_maintenance | 100.00% | 7.57% | 67.03% | 0.00% | 100.00% | 0.00% | 26.193161 | 42.820996 | 1.102180 | 1.675181 | 9.367529 | 22.305562 | 9.181491 | 13.287481 | 0.5936 | 0.3342 | 0.3021 | 6.391595 | 1.809705 |
| 2459851 | RF_maintenance | 100.00% | 43.50% | 88.61% | 0.00% | 100.00% | 0.00% | 13.763432 | 34.583330 | 0.706595 | 3.075093 | 16.754179 | 41.335184 | 13.053499 | 39.322713 | 0.4674 | 0.2633 | 0.2347 | 5.221769 | 1.851441 |
| 2459850 | RF_maintenance | 100.00% | 52.57% | 84.11% | 0.00% | 100.00% | 0.00% | 17.050511 | 36.917424 | 0.482366 | 2.743991 | 10.317113 | 20.492361 | 12.342531 | 46.207328 | 0.4572 | 0.2762 | 0.2235 | 4.069913 | 1.610770 |
| 2459849 | RF_maintenance | 100.00% | 50.70% | 87.38% | 0.00% | 100.00% | 0.00% | 20.210483 | 39.514471 | 2.404895 | 5.997447 | 9.619758 | 13.914830 | 6.357866 | 46.345807 | 0.4403 | 0.2289 | 0.2492 | 4.561909 | 1.738406 |
| 2459848 | RF_maintenance | 100.00% | 57.07% | 86.82% | 0.00% | 100.00% | 0.00% | 17.697343 | 35.274496 | 0.616326 | 4.241720 | 12.499386 | 24.250048 | 5.186125 | 32.270133 | 0.4243 | 0.2266 | 0.2452 | 3.371299 | 1.593534 |
| 2459847 | RF_maintenance | 100.00% | 67.67% | 100.00% | 0.00% | 100.00% | 0.00% | 19.916169 | 38.588692 | 0.600217 | 4.008873 | 12.155712 | 15.446754 | 4.904954 | 9.379475 | 0.3595 | 0.1489 | 0.2378 | 3.927310 | 1.728235 |
| 2459846 | RF_maintenance | 100.00% | 0.00% | 74.36% | 0.00% | 100.00% | 0.00% | 17.755846 | 33.659504 | 1.095263 | 1.669765 | 23.097415 | 23.367480 | 5.858055 | 23.459054 | 0.5182 | 0.2569 | 0.3181 | 9.004889 | 2.923893 |
| 2459845 | RF_maintenance | 100.00% | 46.99% | 91.21% | 0.00% | 100.00% | 0.00% | 22.449308 | 44.387077 | 1.220613 | 6.054830 | 10.643303 | 18.471503 | 4.470694 | 38.135900 | 0.4341 | 0.2129 | 0.2511 | 1.837559 | 1.177898 |
| 2459844 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.001004 | 42.172743 | 0.694648 | 70.820603 | 0.048898 | 12.089623 | 1.179074 | 15.156064 | 0.0254 | 0.0285 | 0.0024 | nan | nan |
| 2459843 | RF_maintenance | 100.00% | 38.86% | 92.90% | 0.00% | 100.00% | 0.00% | 26.200746 | 53.751217 | 1.203030 | 1.859777 | 7.573921 | 35.392439 | 3.627772 | 33.785425 | 0.4398 | 0.2104 | 0.2672 | 5.355609 | 2.077416 |
| 2459842 | RF_maintenance | 100.00% | 89.25% | 100.00% | 0.00% | 100.00% | 0.00% | 15.084017 | 29.791012 | 0.963024 | 0.480103 | 16.357803 | 9.092842 | 1.333181 | 16.929714 | 0.3303 | 0.1283 | 0.1812 | 6.686329 | 1.813278 |
| 2459841 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 1.769838 | 44.939756 | -0.789702 | 46.217821 | -1.577821 | 18.142731 | 1.054512 | 11.641806 | 0.0253 | 0.0279 | 0.0028 | nan | nan |
| 2459840 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.762083 | 4.845766 | -1.151536 | -0.889352 | 0.282118 | 9.436810 | -0.152209 | 9.198430 | 0.0238 | 0.0242 | 0.0006 | nan | nan |
| 2459839 | RF_maintenance | 100.00% | - | - | - | - | - | 0.758552 | 3.001204 | 0.074369 | -0.317308 | -0.697502 | 1.643850 | -0.519501 | 11.124801 | nan | nan | nan | nan | nan |
| 2459838 | RF_maintenance | 100.00% | 52.73% | 100.00% | 0.00% | 100.00% | 0.00% | 21.655106 | 41.112445 | 0.341639 | 2.623863 | 18.017492 | 24.974837 | 3.517399 | 17.228685 | 0.3737 | 0.1593 | 0.2449 | 6.820245 | 2.495681 |
| 2459836 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0406 | 0.0405 | 0.0018 | nan | nan |
| 2459835 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -1.383931 | -0.602437 | -0.746871 | -0.895874 | -0.394244 | 2.484462 | 3.178977 | 2.798801 | 0.0379 | 0.0404 | 0.0015 | nan | nan |
| 2459833 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.841764 | 11.245590 | 0.262695 | 18.340164 | 0.316318 | 12.123955 | 1.202394 | 11.641879 | 0.0344 | 0.0426 | 0.0022 | nan | nan |
| 2459832 | RF_maintenance | 100.00% | 48.39% | 100.00% | 0.00% | 100.00% | 0.00% | 22.294078 | 43.439170 | -0.033139 | 1.136467 | 13.338306 | 12.908492 | 8.189309 | 27.155461 | 0.3958 | 0.1545 | 0.2817 | 4.939767 | 1.842228 |
| 2459831 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.253390 | 2.533174 | 0.354516 | -0.314777 | -0.369923 | 2.736196 | -0.460770 | 7.613575 | 0.0465 | 0.0533 | 0.0029 | nan | nan |
| 2459830 | RF_maintenance | 100.00% | 40.32% | 100.00% | 0.00% | 100.00% | 0.00% | 22.045438 | 41.403399 | 0.262637 | 1.483739 | 26.199776 | 29.853514 | 6.505123 | 50.345922 | 0.4031 | 0.1612 | 0.2871 | 7.570243 | 2.947335 |
| 2459829 | RF_maintenance | 100.00% | 52.09% | 100.00% | 0.00% | 100.00% | 0.00% | 31.283539 | 64.397130 | 0.413847 | 2.205594 | 14.211468 | 18.799982 | 10.486719 | 61.246613 | 0.3769 | 0.1493 | 0.2464 | 1.105670 | 1.101224 |
| 2459828 | RF_maintenance | 100.00% | 32.26% | 100.00% | 0.00% | 100.00% | 0.00% | 16.786313 | 35.123930 | 0.237935 | 2.228143 | 26.419989 | 27.118276 | 10.532015 | 158.858357 | 0.4185 | 0.1632 | 0.2861 | 8.158640 | 2.778998 |
| 2459827 | RF_maintenance | 100.00% | 49.95% | 100.00% | 0.00% | 100.00% | 0.00% | 23.245928 | 46.594031 | 0.795715 | 3.178252 | 12.193221 | 13.611011 | 4.874171 | 20.993983 | 0.3824 | 0.1592 | 0.2483 | 6.782112 | 2.016351 |
| 2459826 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.696895 | 28.391023 | 0.576442 | 1.664842 | 37.274911 | 40.803980 | 9.228993 | 55.310869 | 0.4319 | 0.1890 | 0.2825 | 13.920556 | 4.199067 |
| 2459825 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.469207 | 28.978466 | 0.850888 | 1.010398 | 27.325142 | 30.236112 | 6.879443 | 11.794779 | 0.4347 | 0.1953 | 0.2862 | 2.995773 | 1.647728 |
| 2459824 | RF_maintenance | 100.00% | 70.14% | 100.00% | 0.00% | 100.00% | 0.00% | 20.846355 | 42.869545 | 0.730211 | 3.127496 | 12.942781 | 19.741691 | 13.806538 | 32.390805 | 0.3600 | 0.1594 | 0.2237 | 1.811839 | 1.297568 |
| 2459823 | RF_maintenance | 100.00% | 43.53% | 100.00% | 0.00% | 100.00% | 0.00% | 14.719953 | 17.083429 | 5.590782 | 6.759681 | 31.755610 | 37.682714 | 24.315739 | 103.816295 | 0.3799 | 0.1536 | 0.2390 | 23.376009 | 5.418071 |
| 2459822 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.516410 | 26.687773 | 1.818838 | 3.625804 | 26.798528 | 29.159129 | 3.535647 | 14.027200 | 0.4499 | 0.2028 | 0.2993 | 10.699155 | 2.894699 |
| 2459821 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.131419 | 26.585149 | 2.251549 | 3.621088 | 24.093446 | 26.791102 | 0.801877 | 6.150969 | 0.4681 | 0.2266 | 0.3090 | 15.230264 | 3.758670 |
| 2459820 | RF_maintenance | 100.00% | 38.67% | 100.00% | 0.00% | 100.00% | 0.00% | 21.259196 | 44.498902 | 0.685053 | 2.355346 | 36.650121 | 46.130707 | 6.100808 | 46.155915 | 0.4209 | 0.1867 | 0.2743 | 8.612810 | 2.214425 |
| 2459817 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.595943 | 19.879488 | 3.742317 | 5.566344 | 32.278581 | 34.752726 | 4.082866 | 19.022659 | 0.5055 | 0.2577 | 0.3316 | 13.976447 | 3.224179 |
| 2459816 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.746953 | 23.943176 | 0.734717 | 1.612514 | 37.463171 | 42.487893 | 13.567631 | 59.263339 | 0.4619 | 0.2060 | 0.3130 | 7.235637 | 3.017174 |
| 2459815 | RF_maintenance | 100.00% | 0.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.985578 | 16.305540 | 4.190103 | 5.705753 | 42.888180 | 47.652189 | 17.307397 | 54.497215 | 0.4930 | 0.2525 | 0.3340 | 17.645247 | 3.186473 |
| 2459814 | RF_maintenance | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 32.571169 | 29.155703 | 11.004186 | 1.211075 | -1.053487 | 10.686079 | 13.913987 | 32.571169 | 4.226696 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 75.018584 | 75.018584 | 25.143611 | 1.099810 | -0.288526 | 4.198493 | 0.237230 | 1.527877 | 0.787908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 24.032012 | 24.032012 | 12.622844 | 0.741923 | -1.575394 | 8.055007 | 3.738922 | 21.792476 | 5.678800 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Variability | 31.074926 | 25.155903 | 9.013534 | 1.022973 | -1.418419 | 31.074926 | 18.522070 | 22.591342 | 1.949963 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 22.674192 | 22.674192 | 10.517641 | 1.059672 | -0.937880 | 1.125023 | 0.237253 | 1.044342 | -0.218953 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 35.418022 | 13.784687 | 35.418022 | -0.672480 | 1.097332 | 6.798901 | 14.425912 | 1.291203 | 2.257688 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.332974 | 12.120604 | 27.332974 | -1.539380 | 0.891231 | 3.954864 | 7.643894 | 0.877901 | 7.042178 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.750737 | 28.750737 | 13.120729 | 1.033308 | -1.459658 | 5.861705 | 2.908973 | 3.083774 | 1.159790 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 26.039251 | 26.039251 | 12.581364 | 0.442021 | -1.168427 | 10.088220 | 4.662227 | 19.224688 | 5.538152 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.686422 | 25.686422 | 11.562252 | 0.823634 | -1.197214 | 5.523666 | 3.091747 | 22.617201 | 8.083338 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.475801 | 10.828575 | 25.475801 | -1.055341 | 0.917073 | 5.844759 | 10.047314 | 6.998271 | 22.207835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.479135 | 28.479135 | 12.791493 | 0.708154 | -1.091350 | 4.126636 | 3.406901 | 21.932528 | 5.645836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.339923 | 28.339923 | 14.341068 | 0.770587 | -1.248605 | 11.179876 | 10.877089 | 15.716233 | 6.218761 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.471429 | 11.215522 | 25.471429 | -1.232965 | 0.642481 | 4.089339 | 6.753692 | 5.734074 | 21.563280 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 26.603770 | 11.743141 | 26.603770 | -1.388642 | 0.598574 | 2.861555 | 6.346497 | 4.492115 | 17.620537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.407394 | 12.542378 | 28.407394 | -1.538206 | 0.697370 | 4.099615 | 8.342450 | 5.160963 | 11.156898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.853941 | 28.853941 | 13.585536 | 0.744062 | -1.354454 | 7.093181 | 3.507931 | 19.859380 | 10.759453 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.576713 | 25.576713 | 11.920686 | 0.822018 | 1.009446 | 9.226622 | 5.389457 | 19.334912 | 5.635830 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 24.200473 | 24.200473 | 11.148199 | 0.862670 | 1.160505 | 5.319977 | 4.266026 | 10.409977 | 2.909086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 24.663925 | 24.663925 | 11.745338 | 0.794101 | 1.083739 | 5.556870 | 4.340385 | 9.631921 | 2.896148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 26.044800 | 26.044800 | 12.156060 | 0.861091 | 1.039271 | 3.955157 | 3.444327 | 13.916227 | 4.690387 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.267958 | 12.752355 | 27.267958 | 0.952957 | 0.820124 | 3.370912 | 5.346624 | 4.051824 | 16.673435 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 26.969699 | 26.969699 | 12.735336 | 0.779314 | 0.986881 | 6.824120 | 3.578219 | 19.815064 | 4.080197 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.202338 | 27.202338 | 12.570958 | 0.794688 | 1.044899 | 4.905869 | 2.948005 | 16.945526 | 6.623287 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.714427 | 25.714427 | 12.711845 | 0.865096 | 1.247242 | 12.086542 | 7.599093 | 14.932063 | 5.938587 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.901897 | 25.901897 | 12.234666 | 0.785172 | 1.103562 | 8.307235 | 4.253589 | 24.269273 | 9.413033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.226578 | 27.226578 | 12.757684 | 0.798736 | 1.068579 | 7.923664 | 3.476895 | 26.055818 | 9.635762 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 29.661117 | 14.429426 | 29.661117 | 1.246812 | 0.738079 | 3.722790 | 7.814758 | 4.255186 | 19.212098 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.611027 | 14.463430 | 28.611027 | 1.091487 | 0.787373 | 2.390866 | 6.189787 | 3.914021 | 19.716742 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.919202 | 12.488570 | 27.919202 | 1.378818 | 1.157943 | 1.994745 | 4.340025 | 4.327050 | 18.000216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.438943 | 25.438943 | 12.339293 | 0.633712 | 0.880206 | 10.870497 | 5.249527 | 16.744759 | 7.481755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 24.449042 | 24.449042 | 11.703071 | 0.800818 | 0.885404 | 9.104036 | 4.813473 | 21.215999 | 7.012946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 25.009957 | 25.009957 | 11.884646 | 0.710156 | 0.963633 | 13.744291 | 6.409643 | 18.779408 | 2.534618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 29.791816 | 14.431957 | 29.791816 | 1.867850 | 1.052325 | 5.093759 | 9.289382 | 4.481220 | 5.559764 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 29.754038 | 29.754038 | 13.944478 | 0.724348 | 0.957773 | 11.299357 | 5.874180 | 23.593880 | 5.435509 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 30.298280 | 14.430370 | 30.298280 | 0.909592 | 0.687218 | 5.244808 | 11.741410 | 7.027135 | 25.953489 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 31.085931 | 29.394949 | 14.492083 | 0.680121 | 1.047928 | 10.170002 | 4.026550 | 31.085931 | 5.985930 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.388701 | 13.290912 | 27.388701 | 1.022304 | 0.766249 | 6.346750 | 13.630602 | 7.554994 | 17.972129 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.005840 | 28.005840 | 13.621372 | 0.924630 | 1.808616 | 7.496382 | 5.004467 | 14.936207 | 4.322686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 31.644397 | 14.781690 | 31.644397 | 0.909439 | 0.692178 | 7.133510 | 15.485063 | 8.827090 | 28.318967 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 26.184434 | 26.184434 | 12.339526 | 0.832645 | 1.436340 | 11.177562 | 6.407666 | 9.181475 | 2.707377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.003505 | 28.003505 | 13.475650 | 0.597048 | 1.543115 | 11.405001 | 4.744020 | 18.286343 | 2.635795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 35.527960 | 16.935958 | 35.527960 | 1.272288 | 0.589550 | 21.353746 | 8.184095 | 1.498741 | 3.955869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 43.796847 | 43.796847 | 22.744129 | 5.072214 | 7.884937 | 22.096912 | 12.785999 | 17.075895 | 13.126635 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.380493 | 27.380493 | 13.286732 | 0.763481 | 1.341731 | 10.965009 | 6.080542 | 14.652801 | 4.171922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 40.254247 | 34.817369 | 17.843598 | 4.338571 | 6.511683 | 12.982068 | 6.609982 | 40.254247 | 11.487648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 55.266331 | 55.266331 | 28.986582 | 5.078862 | 8.313780 | 16.421135 | 8.898855 | 22.824401 | 5.668985 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 45.264681 | 32.839355 | 15.971631 | 5.903306 | 9.123599 | 28.729894 | 16.370256 | 45.264681 | 18.757447 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 39.953143 | 39.953143 | 20.250545 | 4.758232 | 7.771610 | 11.265247 | 5.697517 | 22.782630 | 6.736775 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 23.794068 | 23.794068 | 11.908163 | 0.739695 | 1.325416 | 5.718167 | 2.416036 | 16.628575 | 6.043214 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 53.612134 | 35.434182 | 18.182646 | 5.866460 | 9.058168 | 21.323430 | 9.844647 | 53.612134 | 11.361524 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 46.718149 | 20.206755 | 38.646767 | 6.080021 | 4.126493 | 23.077491 | 43.954118 | 8.290400 | 46.718149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 42.986236 | 21.747750 | 42.986236 | 8.502808 | 5.636901 | 11.528741 | 22.845943 | 3.971842 | 27.020348 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 59.286036 | 31.889465 | 59.286036 | 3.601180 | 2.477961 | 14.860643 | 28.743580 | 8.319074 | 33.695419 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 45.436747 | 23.556097 | 45.436747 | 5.532460 | 3.648999 | 6.273338 | 11.921637 | 4.787973 | 25.299930 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 41.195499 | 41.195499 | 20.758168 | 5.009888 | 6.645667 | 28.361097 | 15.681370 | 21.082077 | 10.675709 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 33.245345 | 33.245345 | 16.163631 | 5.160892 | 7.665703 | 23.338076 | 12.956225 | 14.518868 | 3.261422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 53.210353 | 28.091911 | 53.210353 | 4.689973 | 3.629926 | 9.786317 | 21.005952 | 11.479135 | 37.518682 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 49.122340 | 25.450275 | 49.122340 | 9.091916 | 5.826895 | 8.261257 | 17.044936 | 10.475097 | 36.296293 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 35.115387 | 17.899336 | 35.115387 | 6.049827 | 4.335609 | 6.155671 | 13.109696 | 7.683825 | 23.023164 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 37.910711 | 37.910711 | 20.469465 | 4.052287 | 5.866031 | 16.922015 | 6.235127 | 15.513667 | 4.445190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 46.497054 | 24.657272 | 46.497054 | 8.246842 | 5.376358 | 10.847397 | 18.369052 | 15.933727 | 25.404317 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 55.744250 | 55.744250 | 28.314050 | 2.092071 | 0.139035 | 11.126043 | 5.401587 | 37.271188 | 17.336001 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 35.367603 | 17.766017 | 35.367603 | 0.078950 | -0.335473 | 5.756023 | 6.765262 | 9.483499 | 18.147098 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 28.367454 | 28.367454 | 14.467557 | -0.046331 | -0.023476 | 4.918592 | 5.658676 | 12.703279 | 9.251892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 29.434351 | 15.023984 | 29.434351 | 0.049456 | 2.154236 | 11.728390 | 17.007664 | 5.714249 | 15.605652 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 26.238595 | 13.361734 | 26.238595 | -0.023773 | -0.000434 | 3.498430 | 2.651237 | 3.272337 | 13.984741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 27.982124 | 27.982124 | 14.494409 | -0.124579 | -0.058225 | 5.146940 | 5.303204 | 21.245742 | 8.330612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 19.452938 | 19.452938 | -0.784166 | 3.806773 | -0.332881 | 13.794631 | -0.304578 | 12.126152 | 1.119229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 38.904737 | 19.622437 | 38.904737 | 0.147571 | 2.082781 | 6.447833 | 11.951295 | 3.391284 | 35.145984 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 42.773144 | 42.773144 | 22.500463 | 2.207119 | -0.110925 | 7.656990 | 5.305294 | 14.869488 | 4.504369 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 42.704691 | 42.704691 | 22.689869 | 2.433164 | 0.426604 | 6.710193 | 4.798544 | 29.272242 | 10.657720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 33.563228 | 33.563228 | 17.334832 | 3.020828 | 0.883520 | 7.600262 | 6.468292 | 25.837793 | 11.283300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 42.820996 | 26.193161 | 42.820996 | 1.102180 | 1.675181 | 9.367529 | 22.305562 | 9.181491 | 13.287481 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Variability | 41.335184 | 13.763432 | 34.583330 | 0.706595 | 3.075093 | 16.754179 | 41.335184 | 13.053499 | 39.322713 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 46.207328 | 17.050511 | 36.917424 | 0.482366 | 2.743991 | 10.317113 | 20.492361 | 12.342531 | 46.207328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 46.345807 | 20.210483 | 39.514471 | 2.404895 | 5.997447 | 9.619758 | 13.914830 | 6.357866 | 46.345807 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 35.274496 | 35.274496 | 17.697343 | 4.241720 | 0.616326 | 24.250048 | 12.499386 | 32.270133 | 5.186125 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 38.588692 | 38.588692 | 19.916169 | 4.008873 | 0.600217 | 15.446754 | 12.155712 | 9.379475 | 4.904954 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 33.659504 | 17.755846 | 33.659504 | 1.095263 | 1.669765 | 23.097415 | 23.367480 | 5.858055 | 23.459054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 44.387077 | 44.387077 | 22.449308 | 6.054830 | 1.220613 | 18.471503 | 10.643303 | 38.135900 | 4.470694 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Power | 70.820603 | -0.001004 | 42.172743 | 0.694648 | 70.820603 | 0.048898 | 12.089623 | 1.179074 | 15.156064 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 53.751217 | 53.751217 | 26.200746 | 1.859777 | 1.203030 | 35.392439 | 7.573921 | 33.785425 | 3.627772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 29.791012 | 15.084017 | 29.791012 | 0.963024 | 0.480103 | 16.357803 | 9.092842 | 1.333181 | 16.929714 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Power | 46.217821 | 1.769838 | 44.939756 | -0.789702 | 46.217821 | -1.577821 | 18.142731 | 1.054512 | 11.641806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Variability | 9.436810 | -0.762083 | 4.845766 | -1.151536 | -0.889352 | 0.282118 | 9.436810 | -0.152209 | 9.198430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 11.124801 | 3.001204 | 0.758552 | -0.317308 | 0.074369 | 1.643850 | -0.697502 | 11.124801 | -0.519501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 41.112445 | 41.112445 | 21.655106 | 2.623863 | 0.341639 | 24.974837 | 18.017492 | 17.228685 | 3.517399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | ee Temporal Discontinuties | 3.178977 | -0.602437 | -1.383931 | -0.895874 | -0.746871 | 2.484462 | -0.394244 | 2.798801 | 3.178977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Power | 18.340164 | 11.245590 | 0.841764 | 18.340164 | 0.262695 | 12.123955 | 0.316318 | 11.641879 | 1.202394 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 43.439170 | 22.294078 | 43.439170 | -0.033139 | 1.136467 | 13.338306 | 12.908492 | 8.189309 | 27.155461 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 7.613575 | 0.253390 | 2.533174 | 0.354516 | -0.314777 | -0.369923 | 2.736196 | -0.460770 | 7.613575 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 50.345922 | 22.045438 | 41.403399 | 0.262637 | 1.483739 | 26.199776 | 29.853514 | 6.505123 | 50.345922 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 64.397130 | 64.397130 | 31.283539 | 2.205594 | 0.413847 | 18.799982 | 14.211468 | 61.246613 | 10.486719 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 158.858357 | 35.123930 | 16.786313 | 2.228143 | 0.237935 | 27.118276 | 26.419989 | 158.858357 | 10.532015 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Shape | 46.594031 | 23.245928 | 46.594031 | 0.795715 | 3.178252 | 12.193221 | 13.611011 | 4.874171 | 20.993983 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | N01 | RF_maintenance | nn Temporal Discontinuties | 55.310869 | 28.391023 | 15.696895 | 1.664842 | 0.576442 | 40.803980 | 37.274911 | 55.310869 | 9.228993 |